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Cybernetics and programming
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Publications of Fedosovskii Mikhail Evgen'evich
Cybernetics and programming, 2016-1
Aleksanin S.A., Fedosovskii M.E. - Development of an automated procedure of digital image improvement using Laplace mask pp. 258-269

DOI:
10.7256/2306-4196.2016.1.17851

Abstract: The study is devoted to automated procedures of selecting method and relevant parameters for digital image improvement. In this article the authors select filtering method known as Laplace mask to improve images. Since the image is represented by a discrete function, the authors use various discrete representations as an approximation of a continuous formula of two-dimensional Laplace operator. Additionally the paper reviews filters (masks) of Laplace high frequency which are frequently used in digital image processing. The research methodology is based on the computational experiments. Software for these experiments is designed using MATLAB system. The novelty of the research is to indicate the direction which will help reduce the time spent on image optimization while increasing the efficiency and reliability of the software for digital image processing. This is confirmed by the results of numerical experiments that were carried out with the use of the developed automated procedures for selecting and setting parameters Laplace masks for digital image processing.
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